Probabilistic Numerical Method of Lines for Time-Dependent Partial Differential Equations

Nicholas Krämer, Jonathan Schmidt, Philipp Hennig

This work develops a class of probabilistic algorithms for the numerical solution of nonlinear, time-dependent partial differential equations (PDEs). Current state-of-the-art PDE s…